{"id":"W4315815955","doi":"10.1109/icjece.2022.3233729","title":"Front Cover","year":2022,"lang":"en","type":"paratext","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Front (military); Cover (algebra); Geology; Engineering; Mechanical engineering; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002038648,0.0003491254,0.0006617529,0.001163142,0.0001186831,0.0001652511,0.0004475951,0.0001772659,0.007711504],"category_scores_gemma":[0.00003880438,0.0003498175,0.0002021545,0.0003722286,0.000023881,0.0001075214,0.00004334102,0.001665409,0.001746494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008555556,"about_ca_system_score_gemma":0.001503049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007780997,"about_ca_topic_score_gemma":0.0001247936,"domain_scores_codex":[0.9982496,0.00004998964,0.0005111448,0.0002289653,0.0002987685,0.0006615469],"domain_scores_gemma":[0.9981046,0.0001288469,0.0002347676,0.0001491845,0.0001160936,0.001266473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001093506,0.000009120507,0.0000288245,0.00003700018,0.0002223896,0.0006183908,0.00007028798,0.07063822,0.00002725587,0.00009194689,0.9246686,0.003577058],"study_design_scores_gemma":[0.0003218109,0.0003159824,0.0002731094,0.00008457859,0.00005845524,0.00119781,8.807443e-7,0.04509165,0.00001208194,0.000007542544,0.9522549,0.0003812005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03995265,0.4205918,0.3972317,0.001124395,0.06926346,0.001868056,0.002173339,0.0002289218,0.06756575],"genre_scores_gemma":[0.6604143,0.003600546,0.02502268,0.004751245,0.05349285,0.00008906273,0.0007507237,0.003148443,0.2487302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6204616,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005585942948298611,"score_gpt":0.1734936427798046,"score_spread":0.167907699831506,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}